Overview

Brought to you by YData

Dataset statistics

Number of variables	23
Number of observations	1615940
Missing cells	5478
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	283.6 MiB
Average record size in memory	184.0 B

Variable types

Numeric	4
Categorical	6
Text	12
DateTime	1

Alerts

`Job Id` has unique values	Unique

Reproduction

Analysis started	2025-11-17 13:30:12.218721
Analysis finished	2025-11-17 13:31:38.596219
Duration	1 minute and 26.38 seconds
Software version	ydata-profiling vv4.17.0
Download configuration	config.json

Job Id
Real number (ℝ)

Unique

Distinct	1615940
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5489354 × 10¹⁵

Minimum	1.8179476 × 10¹¹
Maximum	3.0996182 × 10¹⁵
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.3 MiB

Quantile statistics

Minimum	1.8179476 × 10¹¹
5-th percentile	1.5485685 × 10¹⁴
Q1	7.7405085 × 10¹⁴
median	1.5478577 × 10¹⁵
Q3	2.3237294 × 10¹⁵
95-th percentile	2.9442184 × 10¹⁵
Maximum	3.0996182 × 10¹⁵
Range	3.0994364 × 10¹⁵
Interquartile range (IQR)	1.5496785 × 10¹⁵

Descriptive statistics

Standard deviation	8.9467218 × 10¹⁴
Coefficient of variation (CV)	0.57760458
Kurtosis	-1.1997778
Mean	1.5489354 × 10¹⁵
Median Absolute Deviation (MAD)	7.7483987 × 10¹⁴
Skewness	0.0020721709
Sum	-5.7705255 × 10¹⁸
Variance	8.004383 × 10²⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.046457553 × 10¹⁴	1	< 0.1%
1.08984354 × 10¹⁵	1	< 0.1%
3.984540966 × 10¹⁴	1	< 0.1%
4.81640073 × 10¹⁴	1	< 0.1%
1.236047618 × 10¹⁵	1	< 0.1%
2.479976002 × 10¹⁵	1	< 0.1%
2.733548928 × 10¹⁵	1	< 0.1%
9.338799229 × 10¹³	1	< 0.1%
9.74105433 × 10¹⁴	1	< 0.1%
1.628762025 × 10¹⁵	1	< 0.1%
Other values (1615930)	1615930	> 99.9%

Value	Count	Frequency (%)
1.817947583 × 10¹¹	1	< 0.1%
1.825401344 × 10¹¹	1	< 0.1%
1.844371897 × 10¹¹	1	< 0.1%
1.862246115 × 10¹¹	1	< 0.1%
1.875842654 × 10¹¹	1	< 0.1%
1.913716459 × 10¹¹	1	< 0.1%
1.91492727 × 10¹¹	1	< 0.1%
1.951391565 × 10¹¹	1	< 0.1%
1.981315076 × 10¹¹	1	< 0.1%
1.98194509 × 10¹¹	1	< 0.1%

Value	Count	Frequency (%)
3.099618227 × 10¹⁵	1	< 0.1%
3.099616893 × 10¹⁵	1	< 0.1%
3.099614222 × 10¹⁵	1	< 0.1%
3.099611084 × 10¹⁵	1	< 0.1%
3.099608424 × 10¹⁵	1	< 0.1%
3.099605566 × 10¹⁵	1	< 0.1%
3.099605099 × 10¹⁵	1	< 0.1%
3.099603677 × 10¹⁵	1	< 0.1%
3.09960213 × 10¹⁵	1	< 0.1%
3.099601288 × 10¹⁵	1	< 0.1%

Experience
Categorical

Distinct	48
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 MiB

5 to 8 Years	34120
5 to 12 Years	34056
5 to 9 Years	34020
3 to 13 Years	33915
3 to 15 Years	33878
Other values (43)	1445951

Length

Max length	13
Median length	13
Mean length	12.749371
Min length	12

Characters and Unicode

Total characters	20602219
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5 to 15 Years
2nd row	2 to 12 Years
3rd row	0 to 12 Years
4th row	4 to 11 Years
5th row	1 to 12 Years

Common Values

Value	Count	Frequency (%)
5 to 8 Years	34120	2.1%
5 to 12 Years	34056	2.1%
5 to 9 Years	34020	2.1%
3 to 13 Years	33915	2.1%
3 to 15 Years	33878	2.1%
2 to 9 Years	33862	2.1%
3 to 8 Years	33854	2.1%
1 to 11 Years	33820	2.1%
3 to 12 Years	33805	2.1%
1 to 10 Years	33793	2.1%
Other values (38)	1276817	79.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
to	1615940	25.0%
years	1615940	25.0%
5	269965	4.2%
3	269767	4.2%
1	269681	4.2%
4	269083	4.2%
2	268816	4.2%
0	268628	4.2%
8	202680	3.1%
12	202336	3.1%
Other values (6)	1210924	18.7%

Most occurring characters

Value	Count	Frequency (%)
	4847820	23.5%
1	1682696	8.2%
o	1615940	7.8%
t	1615940	7.8%
a	1615940	7.8%
e	1615940	7.8%
r	1615940	7.8%
Y	1615940	7.8%
s	1615940	7.8%
5	471816	2.3%
Other values (6)	2288307	11.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	20602219	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	4847820	23.5%
1	1682696	8.2%
o	1615940	7.8%
t	1615940	7.8%
a	1615940	7.8%
e	1615940	7.8%
r	1615940	7.8%
Y	1615940	7.8%
s	1615940	7.8%
5	471816	2.3%
Other values (6)	2288307	11.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	20602219	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	4847820	23.5%
1	1682696	8.2%
o	1615940	7.8%
t	1615940	7.8%
a	1615940	7.8%
e	1615940	7.8%
r	1615940	7.8%
Y	1615940	7.8%
s	1615940	7.8%
5	471816	2.3%
Other values (6)	2288307	11.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	20602219	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	4847820	23.5%
1	1682696	8.2%
o	1615940	7.8%
t	1615940	7.8%
a	1615940	7.8%
e	1615940	7.8%
r	1615940	7.8%
Y	1615940	7.8%
s	1615940	7.8%
5	471816	2.3%
Other values (6)	2288307	11.1%

Qualifications
Categorical

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 MiB

BBA	162148
BA	162138
BCA	161733
M.Tech	161719
PhD	161662
Other values (5)	806540

Length

Max length	6
Median length	5
Mean length	3.8990037
Min length	2

Characters and Unicode

Total characters	6300556
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	M.Tech
2nd row	BCA
3rd row	PhD
4th row	PhD
5th row	MBA

Common Values

Value	Count	Frequency (%)
BBA	162148	10.0%
BA	162138	10.0%
BCA	161733	10.0%
M.Tech	161719	10.0%
PhD	161662	10.0%
MBA	161537	10.0%
B.Tech	161443	10.0%
M.Com	161396	10.0%
B.Com	161298	10.0%
MCA	160866	10.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
bba	162148	10.0%
ba	162138	10.0%
bca	161733	10.0%
m.tech	161719	10.0%
phd	161662	10.0%
mba	161537	10.0%
b.tech	161443	10.0%
m.com	161396	10.0%
b.com	161298	10.0%
mca	160866	10.0%

Most occurring characters

Value	Count	Frequency (%)
B	1132445	18.0%
A	808422	12.8%
.	645856	10.3%
M	645518	10.2%
C	645293	10.2%
h	484824	7.7%
T	323162	5.1%
e	323162	5.1%
c	323162	5.1%
m	322694	5.1%
Other values (3)	646018	10.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6300556	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
B	1132445	18.0%
A	808422	12.8%
.	645856	10.3%
M	645518	10.2%
C	645293	10.2%
h	484824	7.7%
T	323162	5.1%
e	323162	5.1%
c	323162	5.1%
m	322694	5.1%
Other values (3)	646018	10.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6300556	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
B	1132445	18.0%
A	808422	12.8%
.	645856	10.3%
M	645518	10.2%
C	645293	10.2%
h	484824	7.7%
T	323162	5.1%
e	323162	5.1%
c	323162	5.1%
m	322694	5.1%
Other values (3)	646018	10.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6300556	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
B	1132445	18.0%
A	808422	12.8%
.	645856	10.3%
M	645518	10.2%
C	645293	10.2%
h	484824	7.7%
T	323162	5.1%
e	323162	5.1%
c	323162	5.1%
m	322694	5.1%
Other values (3)	646018	10.3%

Salary Range
Text

Distinct	561
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 MiB

Length

Max length	10
Median length	10
Mean length	9.6071475
Min length	9

Characters and Unicode

Total characters	15524574
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	$59K-$99K
2nd row	$56K-$116K
3rd row	$61K-$104K
4th row	$65K-$91K
5th row	$64K-$87K

Value	Count	Frequency (%)
59k-$88k	3043	0.2%
58k-$101k	3038	0.2%
62k-$82k	3033	0.2%
61k-$106k	3025	0.2%
61k-$112k	3015	0.2%
64k-$83k	3003	0.2%
64k-$120k	3003	0.2%
62k-$107k	3003	0.2%
62k-$84k	3000	0.2%
65k-$125k	2996	0.2%
Other values (551)	1585781	98.1%

Most occurring characters

Value	Count	Frequency (%)
$	3231880	20.8%
K	3231880	20.8%
-	1615940	10.4%
1	1602567	10.3%
5	1187360	7.6%
6	1186778	7.6%
0	654486	4.2%
9	623755	4.0%
8	621715	4.0%
2	621529	4.0%
Other values (3)	946684	6.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	15524574	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
$	3231880	20.8%
K	3231880	20.8%
-	1615940	10.4%
1	1602567	10.3%
5	1187360	7.6%
6	1186778	7.6%
0	654486	4.2%
9	623755	4.0%
8	621715	4.0%
2	621529	4.0%
Other values (3)	946684	6.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	15524574	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
$	3231880	20.8%
K	3231880	20.8%
-	1615940	10.4%
1	1602567	10.3%
5	1187360	7.6%
6	1186778	7.6%
0	654486	4.2%
9	623755	4.0%
8	621715	4.0%
2	621529	4.0%
Other values (3)	946684	6.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	15524574	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
$	3231880	20.8%
K	3231880	20.8%
-	1615940	10.4%
1	1602567	10.3%
5	1187360	7.6%
6	1186778	7.6%
0	654486	4.2%
9	623755	4.0%
8	621715	4.0%
2	621529	4.0%
Other values (3)	946684	6.1%

location
Text

Distinct	214
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 MiB

Length

Max length	25
Median length	18
Mean length	8.3293291
Min length	4

Characters and Unicode

Total characters	13459696
Distinct characters	63
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Douglas
2nd row	Ashgabat
3rd row	Macao
4th row	Porto-Novo
5th row	Santiago

Value	Count	Frequency (%)
city	67444	3.3%
of	37434	1.8%
san	30123	1.5%
port	29807	1.5%
de	22514	1.1%
town	22386	1.1%
seoul	15104	0.7%
apia	15057	0.7%
jure	14931	0.7%
victoria	14905	0.7%
Other values (236)	1771503	86.8%

Most occurring characters

Value	Count	Frequency (%)
a	1871472	13.9%
i	979550	7.3%
o	957788	7.1%
n	822698	6.1%
e	791985	5.9%
r	755184	5.6%
t	598938	4.4%
u	582759	4.3%
s	522849	3.9%
l	477956	3.6%
Other values (53)	5098517	37.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	13459696	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1871472	13.9%
i	979550	7.3%
o	957788	7.1%
n	822698	6.1%
e	791985	5.9%
r	755184	5.6%
t	598938	4.4%
u	582759	4.3%
s	522849	3.9%
l	477956	3.6%
Other values (53)	5098517	37.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	13459696	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1871472	13.9%
i	979550	7.3%
o	957788	7.1%
n	822698	6.1%
e	791985	5.9%
r	755184	5.6%
t	598938	4.4%
u	582759	4.3%
s	522849	3.9%
l	477956	3.6%
Other values (53)	5098517	37.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	13459696	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1871472	13.9%
i	979550	7.3%
o	957788	7.1%
n	822698	6.1%
e	791985	5.9%
r	755184	5.6%
t	598938	4.4%
u	582759	4.3%
s	522849	3.9%
l	477956	3.6%
Other values (53)	5098517	37.9%

Country
Text

Distinct	216
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 MiB

Length

Max length	30
Median length	24
Mean length	9.262433
Min length	2

Characters and Unicode

Total characters	14967536
Distinct characters	58
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Isle of Man
2nd row	Turkmenistan
3rd row	Macao SAR, China
4th row	Benin
5th row	Chile

Value	Count	Frequency (%)
and	59913	2.6%
republic	59874	2.6%
islands	59726	2.6%
st	29932	1.3%
of	22552	1.0%
guinea	22489	1.0%
china	22391	1.0%
new	22197	1.0%
korea	15104	0.7%
french	15091	0.7%
Other values (251)	1945263	85.5%

Most occurring characters

Value	Count	Frequency (%)
a	2154216	14.4%
i	1189918	7.9%
n	1144289	7.6%
e	965534	6.5%
r	838507	5.6%
o	762989	5.1%
	658592	4.4%
u	561370	3.8%
l	538698	3.6%
t	508820	3.4%
Other values (48)	5644603	37.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14967536	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	2154216	14.4%
i	1189918	7.9%
n	1144289	7.6%
e	965534	6.5%
r	838507	5.6%
o	762989	5.1%
	658592	4.4%
u	561370	3.8%
l	538698	3.6%
t	508820	3.4%
Other values (48)	5644603	37.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14967536	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	2154216	14.4%
i	1189918	7.9%
n	1144289	7.6%
e	965534	6.5%
r	838507	5.6%
o	762989	5.1%
	658592	4.4%
u	561370	3.8%
l	538698	3.6%
t	508820	3.4%
Other values (48)	5644603	37.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14967536	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	2154216	14.4%
i	1189918	7.9%
n	1144289	7.6%
e	965534	6.5%
r	838507	5.6%
o	762989	5.1%
	658592	4.4%
u	561370	3.8%
l	538698	3.6%
t	508820	3.4%
Other values (48)	5644603	37.7%

latitude
Real number (ℝ)

Distinct	216
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.377431

Minimum	-40.9006
Maximum	71.7069
Zeros	0
Zeros (%)	0.0%
Negative	329160
Negative (%)	20.4%
Memory size	12.3 MiB

Quantile statistics

Minimum	-40.9006
5-th percentile	-21.1789
Q1	5.1521
median	18.0708
Q3	39.0742
95-th percentile	56.1304
Maximum	71.7069
Range	112.6075
Interquartile range (IQR)	33.9221

Descriptive statistics

Standard deviation	23.556904
Coefficient of variation (CV)	1.2156876
Kurtosis	-0.5222126
Mean	19.377431
Median Absolute Deviation (MAD)	17.837
Skewness	-0.20294935
Sum	31312766
Variance	554.92772
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35.9375	7723	0.5%
6.4238	7694	0.5%
5.1521	7689	0.5%
8.4606	7656	0.5%
7.8731	7649	0.5%
14.0583	7649	0.5%
40.1431	7643	0.5%
43.9424	7638	0.5%
38.9697	7633	0.5%
-1.9403	7630	0.5%
Other values (206)	1539336	95.3%

Value	Count	Frequency (%)
-40.9006	7407	0.5%
-38.4161	7520	0.5%
-35.6751	7429	0.5%
-32.5228	7538	0.5%
-30.5595	7465	0.5%
-29.6099	7551	0.5%
-25.2744	7504	0.5%
-23.442503	7535	0.5%
-22.9576	7467	0.5%
-22.3285	7454	0.5%

Value	Count	Frequency (%)
71.7069	7478	0.5%
64.9631	7292	0.5%
61.9241	7409	0.5%
61.8926	7549	0.5%
61.524	7507	0.5%
60.472	7466	0.5%
60.1282	7626	0.5%
58.5953	7526	0.5%
56.8796	7538	0.5%
56.2639	7424	0.5%

longitude
Real number (ℝ)

Distinct	216
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.399259

Minimum	-175.1982
Maximum	178.065
Zeros	0
Zeros (%)	0.0%
Negative	539233
Negative (%)	33.4%
Memory size	12.3 MiB

Quantile statistics

Minimum	-175.1982
5-th percentile	-88.4976
Q1	-15.3101
median	19.1451
Q3	47.5769
95-th percentile	144.7937
Maximum	178.065
Range	353.2632
Interquartile range (IQR)	62.887

Descriptive statistics

Standard deviation	70.667622
Coefficient of variation (CV)	4.3091961
Kurtosis	0.12287429
Mean	16.399259
Median Absolute Deviation (MAD)	31.4126
Skewness	-0.032941493
Sum	26500218
Variance	4993.9129
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.3754	7723	0.5%
-66.5897	7694	0.5%
46.1996	7689	0.5%
-11.7799	7656	0.5%
80.7718	7649	0.5%
108.2772	7649	0.5%
47.5769	7643	0.5%
12.4578	7638	0.5%
59.5563	7633	0.5%
29.8739	7630	0.5%
Other values (206)	1539336	95.3%

Value	Count	Frequency (%)
-175.1982	7376	0.5%
-172.1046	7493	0.5%
-170.1322	7564	0.5%
-168.734	7604	0.5%
-149.4068	7500	0.5%
-106.3468	7357	0.5%
-102.5528	7617	0.5%
-95.7129	7431	0.5%
-90.2308	7494	0.5%
-88.8965	7582	0.5%

Value	Count	Frequency (%)
178.065	7612	0.5%
177.6493	7450	0.5%
174.886	7407	0.5%
171.1845	7485	0.5%
166.9592	7456	0.5%
166.9315	7583	0.5%
165.618	7367	0.5%
160.1562	7528	0.5%
150.5508	7405	0.5%
145.6739	7340	0.5%

Work Type
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 MiB

Part-Time	324044
Temporary	323439
Contract	323131
Intern	323090
Full-Time	322236

Length

Max length	9
Median length	9
Mean length	8.2002172
Min length	6

Characters and Unicode

Total characters	13251059
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Intern
2nd row	Intern
3rd row	Temporary
4th row	Full-Time
5th row	Intern

Common Values

Value	Count	Frequency (%)
Part-Time	324044	20.1%
Temporary	323439	20.0%
Contract	323131	20.0%
Intern	323090	20.0%
Full-Time	322236	19.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
part-time	324044	20.1%
temporary	323439	20.0%
contract	323131	20.0%
intern	323090	20.0%
full-time	322236	19.9%

Most occurring characters

Value	Count	Frequency (%)
r	1617143	12.2%
t	1293396	9.8%
e	1292809	9.8%
a	970614	7.3%
m	969719	7.3%
T	969719	7.3%
n	969311	7.3%
o	646570	4.9%
i	646280	4.9%
-	646280	4.9%
Other values (9)	3229218	24.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	13251059	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	1617143	12.2%
t	1293396	9.8%
e	1292809	9.8%
a	970614	7.3%
m	969719	7.3%
T	969719	7.3%
n	969311	7.3%
o	646570	4.9%
i	646280	4.9%
-	646280	4.9%
Other values (9)	3229218	24.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	13251059	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	1617143	12.2%
t	1293396	9.8%
e	1292809	9.8%
a	970614	7.3%
m	969719	7.3%
T	969719	7.3%
n	969311	7.3%
o	646570	4.9%
i	646280	4.9%
-	646280	4.9%
Other values (9)	3229218	24.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	13251059	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	1617143	12.2%
t	1293396	9.8%
e	1292809	9.8%
a	970614	7.3%
m	969719	7.3%
T	969719	7.3%
n	969311	7.3%
o	646570	4.9%
i	646280	4.9%
-	646280	4.9%
Other values (9)	3229218	24.4%

Company Size
Real number (ℝ)

Distinct	122188
Distinct (%)	7.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	73704.672

Minimum	12646
Maximum	134834
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.3 MiB

Quantile statistics

Minimum	12646
5-th percentile	18728
Q1	43114
median	73633
Q3	104300
95-th percentile	128747
Maximum	134834
Range	122188
Interquartile range (IQR)	61186

Descriptive statistics

Standard deviation	35298.864
Coefficient of variation (CV)	0.47892302
Kurtosis	-1.2013098
Mean	73704.672
Median Absolute Deviation (MAD)	30592
Skewness	0.0021415459
Sum	1.1910233 × 10¹¹
Variance	1.2460098 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
83541	31	< 0.1%
100013	30	< 0.1%
15838	30	< 0.1%
58998	30	< 0.1%
28601	29	< 0.1%
90533	29	< 0.1%
113148	29	< 0.1%
125234	29	< 0.1%
71860	29	< 0.1%
95132	29	< 0.1%
Other values (122178)	1615645	> 99.9%

Value	Count	Frequency (%)
12646	11	< 0.1%
12647	12	< 0.1%
12648	9	< 0.1%
12649	12	< 0.1%
12650	22	< 0.1%
12651	16	< 0.1%
12652	8	< 0.1%
12653	10	< 0.1%
12654	19	< 0.1%
12655	13	< 0.1%

Value	Count	Frequency (%)
134834	14	< 0.1%
134833	18	< 0.1%
134832	16	< 0.1%
134831	9	< 0.1%
134830	13	< 0.1%
134829	11	< 0.1%
134828	16	< 0.1%
134827	15	< 0.1%
134826	11	< 0.1%
134825	12	< 0.1%

Job Posting Date
Date

Distinct	731
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 MiB

Minimum	2021-09-15 00:00:00
Maximum	2023-09-15 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Preference
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 MiB

Male	539167
Both	538437
Female	538336

Length

Max length	6
Median length	4
Mean length	4.6662822
Min length	4

Characters and Unicode

Total characters	7540432
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Female
2nd row	Female
3rd row	Male
4th row	Female
5th row	Female

Common Values

Value	Count	Frequency (%)
Male	539167	33.4%
Both	538437	33.3%
Female	538336	33.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
male	539167	33.4%
both	538437	33.3%
female	538336	33.3%

Most occurring characters

Value	Count	Frequency (%)
e	1615839	21.4%
a	1077503	14.3%
l	1077503	14.3%
M	539167	7.2%
B	538437	7.1%
o	538437	7.1%
t	538437	7.1%
h	538437	7.1%
F	538336	7.1%
m	538336	7.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7540432	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1615839	21.4%
a	1077503	14.3%
l	1077503	14.3%
M	539167	7.2%
B	538437	7.1%
o	538437	7.1%
t	538437	7.1%
h	538437	7.1%
F	538336	7.1%
m	538336	7.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7540432	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1615839	21.4%
a	1077503	14.3%
l	1077503	14.3%
M	539167	7.2%
B	538437	7.1%
o	538437	7.1%
t	538437	7.1%
h	538437	7.1%
F	538336	7.1%
m	538336	7.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7540432	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1615839	21.4%
a	1077503	14.3%
l	1077503	14.3%
M	539167	7.2%
B	538437	7.1%
o	538437	7.1%
t	538437	7.1%
h	538437	7.1%
F	538336	7.1%
m	538336	7.1%

Contact Person
Text

Distinct	367128
Distinct (%)	22.7%
Missing	0
Missing (%)	0.0%
Memory size	12.3 MiB

Length

Max length	23
Median length	21
Mean length	13.104749
Min length	6

Characters and Unicode

Total characters	21176488
Distinct characters	53
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	149513 ?
Unique (%)	9.3%

Sample

1st row	Brandon Cunningham
2nd row	Francisco Larsen
3rd row	Gary Gibson
4th row	Joy Lucero
5th row	Julie Johnson

Value	Count	Frequency (%)
michael	37922	1.2%
smith	35177	1.1%
johnson	27662	0.9%
james	27363	0.8%
david	25734	0.8%
jennifer	23804	0.7%
john	23386	0.7%
christopher	22538	0.7%
williams	22492	0.7%
thomas	22043	0.7%
Other values (1574)	2963759	91.7%

Most occurring characters

Value	Count	Frequency (%)
e	1994615	9.4%
a	1982034	9.4%
	1615940	7.6%
n	1611037	7.6%
r	1506435	7.1%
i	1300000	6.1%
o	1155207	5.5%
l	1088365	5.1%
s	956407	4.5%
t	747927	3.5%
Other values (43)	7218521	34.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	21176488	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1994615	9.4%
a	1982034	9.4%
	1615940	7.6%
n	1611037	7.6%
r	1506435	7.1%
i	1300000	6.1%
o	1155207	5.5%
l	1088365	5.1%
s	956407	4.5%
t	747927	3.5%
Other values (43)	7218521	34.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	21176488	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1994615	9.4%
a	1982034	9.4%
	1615940	7.6%
n	1611037	7.6%
r	1506435	7.1%
i	1300000	6.1%
o	1155207	5.5%
l	1088365	5.1%
s	956407	4.5%
t	747927	3.5%
Other values (43)	7218521	34.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	21176488	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1994615	9.4%
a	1982034	9.4%
	1615940	7.6%
n	1611037	7.6%
r	1506435	7.1%
i	1300000	6.1%
o	1155207	5.5%
l	1088365	5.1%
s	956407	4.5%
t	747927	3.5%
Other values (43)	7218521	34.1%

Contact
Text

Distinct	1615933
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Memory size	12.3 MiB

Length

Max length	22
Median length	19
Mean length	16.164379
Min length	10

Characters and Unicode

Total characters	26120666
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1615926 ?
Unique (%)	> 99.9%

Sample

1st row	001-381-930-7517x737
2nd row	461-509-4216
3rd row	9687619505
4th row	+1-820-643-5431x47576
5th row	343.975.4702x9340

Value	Count	Frequency (%)
647-535-8036	2	< 0.1%
001-419-768-6625	2	< 0.1%
518.951.8103	2	< 0.1%
841.595.2556	2	< 0.1%
1-507-963-5920	2	< 0.1%
832-310-6007	2	< 0.1%
246-271-7323	2	< 0.1%
667.202.6824x15893	1	< 0.1%
3954575006	1	< 0.1%
461-509-4216	1	< 0.1%
Other values (1615923)	1615923	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
-	2521495	9.7%
1	2200552	8.4%
0	2196533	8.4%
5	2086403	8.0%
2	2086096	8.0%
4	2085418	8.0%
7	2085253	8.0%
9	2084846	8.0%
6	2084636	8.0%
8	2084117	8.0%
Other values (6)	4605317	17.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	26120666	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
-	2521495	9.7%
1	2200552	8.4%
0	2196533	8.4%
5	2086403	8.0%
2	2086096	8.0%
4	2085418	8.0%
7	2085253	8.0%
9	2084846	8.0%
6	2084636	8.0%
8	2084117	8.0%
Other values (6)	4605317	17.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	26120666	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
-	2521495	9.7%
1	2200552	8.4%
0	2196533	8.4%
5	2086403	8.0%
2	2086096	8.0%
4	2085418	8.0%
7	2085253	8.0%
9	2084846	8.0%
6	2084636	8.0%
8	2084117	8.0%
Other values (6)	4605317	17.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	26120666	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
-	2521495	9.7%
1	2200552	8.4%
0	2196533	8.4%
5	2086403	8.0%
2	2086096	8.0%
4	2085418	8.0%
7	2085253	8.0%
9	2084846	8.0%
6	2084636	8.0%
8	2084117	8.0%
Other values (6)	4605317	17.6%

Job Title
Text

Distinct	147
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 MiB

Length

Max length	35
Median length	25
Mean length	17.348839
Min length	7

Characters and Unicode

Total characters	28034683
Distinct characters	51
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Digital Marketing Specialist
2nd row	Web Developer
3rd row	Operations Manager
4th row	Network Engineer
5th row	Event Manager

Value	Count	Frequency (%)
manager	235995	7.0%
engineer	162785	4.8%
analyst	145839	4.3%
specialist	135642	4.0%
designer	117729	3.5%
marketing	97657	2.9%
assistant	66413	2.0%
coordinator	65673	1.9%
network	62953	1.9%
developer	62738	1.9%
Other values (122)	2235131	66.0%

Most occurring characters

Value	Count	Frequency (%)
e	3099597	11.1%
a	2406325	8.6%
r	2209712	7.9%
n	2166073	7.7%
t	2104720	7.5%
i	1984296	7.1%
	1772615	6.3%
s	1487861	5.3%
c	1090543	3.9%
o	1052049	3.8%
Other values (41)	8660892	30.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	28034683	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	3099597	11.1%
a	2406325	8.6%
r	2209712	7.9%
n	2166073	7.7%
t	2104720	7.5%
i	1984296	7.1%
	1772615	6.3%
s	1487861	5.3%
c	1090543	3.9%
o	1052049	3.8%
Other values (41)	8660892	30.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	28034683	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	3099597	11.1%
a	2406325	8.6%
r	2209712	7.9%
n	2166073	7.7%
t	2104720	7.5%
i	1984296	7.1%
	1772615	6.3%
s	1487861	5.3%
c	1090543	3.9%
o	1052049	3.8%
Other values (41)	8660892	30.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	28034683	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	3099597	11.1%
a	2406325	8.6%
r	2209712	7.9%
n	2166073	7.7%
t	2104720	7.5%
i	1984296	7.1%
	1772615	6.3%
s	1487861	5.3%
c	1090543	3.9%
o	1052049	3.8%
Other values (41)	8660892	30.9%

Role
Text

Distinct	376
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 MiB

Length

Max length	40
Median length	30
Mean length	20.729957
Min length	8

Characters and Unicode

Total characters	33498367
Distinct characters	56
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Social Media Manager
2nd row	Frontend Web Developer
3rd row	Quality Control Manager
4th row	Wireless Network Engineer
5th row	Conference Manager

Value	Count	Frequency (%)
manager	225744	5.6%
analyst	173812	4.3%
specialist	135446	3.4%
designer	135161	3.4%
engineer	124873	3.1%
developer	80010	2.0%
coordinator	79627	2.0%
planner	58803	1.5%
sales	55781	1.4%
marketing	52538	1.3%
Other values (319)	2900458	72.1%

Most occurring characters

Value	Count	Frequency (%)
e	3595635	10.7%
a	2698080	8.1%
r	2620292	7.8%
n	2561977	7.6%
t	2560483	7.6%
	2406313	7.2%
i	2386002	7.1%
s	1635624	4.9%
o	1514793	4.5%
l	1247600	3.7%
Other values (46)	10271568	30.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	33498367	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	3595635	10.7%
a	2698080	8.1%
r	2620292	7.8%
n	2561977	7.6%
t	2560483	7.6%
	2406313	7.2%
i	2386002	7.1%
s	1635624	4.9%
o	1514793	4.5%
l	1247600	3.7%
Other values (46)	10271568	30.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	33498367	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	3595635	10.7%
a	2698080	8.1%
r	2620292	7.8%
n	2561977	7.6%
t	2560483	7.6%
	2406313	7.2%
i	2386002	7.1%
s	1635624	4.9%
o	1514793	4.5%
l	1247600	3.7%
Other values (46)	10271568	30.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	33498367	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	3595635	10.7%
a	2698080	8.1%
r	2620292	7.8%
n	2561977	7.6%
t	2560483	7.6%
	2406313	7.2%
i	2386002	7.1%
s	1635624	4.9%
o	1514793	4.5%
l	1247600	3.7%
Other values (46)	10271568	30.7%

Job Portal
Categorical

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 MiB

FlexJobs	129879
Stack Overflow Jobs	129379
Jobs2Careers	129245
Snagajob	129088
USAJOBS	129066
Other values (11)	969283

Length

Max length	19
Median length	13
Mean length	10.037773
Min length	4

Characters and Unicode

Total characters	16220439
Distinct characters	44
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Snagajob
2nd row	Idealist
3rd row	Jobs2Careers
4th row	FlexJobs
5th row	Jobs2Careers

Common Values

Value	Count	Frequency (%)
FlexJobs	129879	8.0%
Stack Overflow Jobs	129379	8.0%
Jobs2Careers	129245	8.0%
Snagajob	129088	8.0%
USAJOBS	129066	8.0%
SimplyHired	129059	8.0%
The Muse	129033	8.0%
Idealist	128952	8.0%
Internships.com	128790	8.0%
Monster	65058	4.0%
Other values (6)	388391	24.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
flexjobs	129879	6.5%
stack	129379	6.5%
overflow	129379	6.5%
jobs	129379	6.5%
jobs2careers	129245	6.5%
snagajob	129088	6.4%
usajobs	129066	6.4%
simplyhired	129059	6.4%
the	129033	6.4%
muse	129033	6.4%
Other values (9)	711191	35.5%

Most occurring characters

Value	Count	Frequency (%)
e	1810682	11.2%
s	1227305	7.6%
r	1099109	6.8%
o	969752	6.0%
i	839813	5.2%
a	774971	4.8%
l	646488	4.0%
n	645830	4.0%
S	645658	4.0%
d	581446	3.6%
Other values (34)	6979385	43.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	16220439	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1810682	11.2%
s	1227305	7.6%
r	1099109	6.8%
o	969752	6.0%
i	839813	5.2%
a	774971	4.8%
l	646488	4.0%
n	645830	4.0%
S	645658	4.0%
d	581446	3.6%
Other values (34)	6979385	43.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	16220439	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1810682	11.2%
s	1227305	7.6%
r	1099109	6.8%
o	969752	6.0%
i	839813	5.2%
a	774971	4.8%
l	646488	4.0%
n	645830	4.0%
S	645658	4.0%
d	581446	3.6%
Other values (34)	6979385	43.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	16220439	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1810682	11.2%
s	1227305	7.6%
r	1099109	6.8%
o	969752	6.0%
i	839813	5.2%
a	774971	4.8%
l	646488	4.0%
n	645830	4.0%
S	645658	4.0%
d	581446	3.6%
Other values (34)	6979385	43.0%

Job Description
Text

Distinct	376
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 MiB

Length

Max length	430
Median length	243
Mean length	185.36838
Min length	81

Characters and Unicode

Total characters	299544174
Distinct characters	60
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Social Media Managers oversee an organizations social media presence. They create and schedule content, engage with followers, and analyze social media metrics to drive brand awareness and engagement.
2nd row	Frontend Web Developers design and implement user interfaces for websites, ensuring they are visually appealing and user-friendly. They collaborate with designers and backend developers to create seamless web experiences for users.
3rd row	Quality Control Managers establish and enforce quality standards within an organization. They develop quality control processes, perform inspections, and implement corrective actions to maintain product or service quality.
4th row	Wireless Network Engineers design, implement, and maintain wireless network solutions. They optimize wireless connectivity, troubleshoot issues, and ensure reliable and secure wireless communications.
5th row	A Conference Manager coordinates and manages conferences, meetings, and events. They plan logistics, handle budgeting, liaise with vendors, and ensure the smooth execution of events, catering to the needs and expectations of attendees.

Value	Count	Frequency (%)
and	3572064	9.1%
to	1241002	3.2%
they	965836	2.5%
a	580884	1.5%
the	524798	1.3%
in	458694	1.2%
with	441209	1.1%
data	350886	0.9%
for	319452	0.8%
ensure	315533	0.8%
Other values (1486)	30289238	77.5%

Most occurring characters

Value	Count	Frequency (%)
	37443656	12.5%
e	30176690	10.1%
n	23123724	7.7%
a	21750765	7.3%
i	21543065	7.2%
s	20352068	6.8%
t	20100218	6.7%
r	16364251	5.5%
o	15794710	5.3%
c	10787150	3.6%
Other values (50)	82107877	27.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	299544174	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	37443656	12.5%
e	30176690	10.1%
n	23123724	7.7%
a	21750765	7.3%
i	21543065	7.2%
s	20352068	6.8%
t	20100218	6.7%
r	16364251	5.5%
o	15794710	5.3%
c	10787150	3.6%
Other values (50)	82107877	27.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	299544174	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	37443656	12.5%
e	30176690	10.1%
n	23123724	7.7%
a	21750765	7.3%
i	21543065	7.2%
s	20352068	6.8%
t	20100218	6.7%
r	16364251	5.5%
o	15794710	5.3%
c	10787150	3.6%
Other values (50)	82107877	27.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	299544174	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	37443656	12.5%
e	30176690	10.1%
n	23123724	7.7%
a	21750765	7.3%
i	21543065	7.2%
s	20352068	6.8%
t	20100218	6.7%
r	16364251	5.5%
o	15794710	5.3%
c	10787150	3.6%
Other values (50)	82107877	27.4%

Benefits
Categorical

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 MiB

{'Childcare Assistance, Paid Time Off (PTO), Relocation Assistance, Flexible Work Arrangements, Professional Development'}	161924
{'Transportation Benefits, Professional Development, Bonuses and Incentive Programs, Profit-Sharing, Employee Discounts'}	161819
{'Tuition Reimbursement, Stock Options or Equity Grants, Parental Leave, Wellness Programs, Childcare Assistance'}	161681
{'Legal Assistance, Bonuses and Incentive Programs, Wellness Programs, Employee Discounts, Retirement Plans'}	161577
{'Casual Dress Code, Social and Recreational Activities, Employee Referral Programs, Health and Wellness Facilities, Life and Disability Insurance'}	161543
Other values (6)	807396

Length

Max length	150
Median length	131
Mean length	127.93735
Min length	109

Characters and Unicode

Total characters	206739088
Distinct characters	47
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	{'Flexible Spending Accounts (FSAs), Relocation Assistance, Legal Assistance, Employee Recognition Programs, Financial Counseling'}
2nd row	{'Health Insurance, Retirement Plans, Paid Time Off (PTO), Flexible Work Arrangements, Employee Assistance Programs (EAP)'}
3rd row	{'Legal Assistance, Bonuses and Incentive Programs, Wellness Programs, Employee Discounts, Retirement Plans'}
4th row	{'Transportation Benefits, Professional Development, Bonuses and Incentive Programs, Profit-Sharing, Employee Discounts'}
5th row	{'Flexible Spending Accounts (FSAs), Relocation Assistance, Legal Assistance, Employee Recognition Programs, Financial Counseling'}

Common Values

Value	Count	Frequency (%)
{'Childcare Assistance, Paid Time Off (PTO), Relocation Assistance, Flexible Work Arrangements, Professional Development'}	161924	10.0%
{'Transportation Benefits, Professional Development, Bonuses and Incentive Programs, Profit-Sharing, Employee Discounts'}	161819	10.0%
{'Tuition Reimbursement, Stock Options or Equity Grants, Parental Leave, Wellness Programs, Childcare Assistance'}	161681	10.0%
{'Legal Assistance, Bonuses and Incentive Programs, Wellness Programs, Employee Discounts, Retirement Plans'}	161577	10.0%
{'Casual Dress Code, Social and Recreational Activities, Employee Referral Programs, Health and Wellness Facilities, Life and Disability Insurance'}	161543	10.0%
{'Employee Referral Programs, Financial Counseling, Health and Wellness Facilities, Casual Dress Code, Flexible Spending Accounts (FSAs)'}	161536	10.0%
{'Employee Assistance Programs (EAP), Tuition Reimbursement, Profit-Sharing, Transportation Benefits, Parental Leave'}	161476	10.0%
{'Flexible Spending Accounts (FSAs), Relocation Assistance, Legal Assistance, Employee Recognition Programs, Financial Counseling'}	161292	10.0%
{'Life and Disability Insurance, Stock Options or Equity Grants, Employee Recognition Programs, Health Insurance, Social and Recreational Activities'}	160995	10.0%
{'Health Insurance, Retirement Plans, Paid Time Off (PTO), Flexible Work Arrangements, Employee Assistance Programs (EAP)'}	81206	5.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
programs	1696484	7.5%
and	1372442	6.1%
assistance	1293263	5.7%
employee	1292335	5.7%
flexible	646849	2.9%
wellness	646337	2.9%
health	646171	2.9%
insurance	645630	2.9%
bonuses	404287	1.8%
incentive	404287	1.8%
Other values (43)	13572460	60.0%

Most occurring characters

Value	Count	Frequency (%)
	21004605	10.2%
e	19554845	9.5%
s	14786099	7.2%
n	14540562	7.0%
a	13328404	6.4%
i	13164261	6.4%
o	10177639	4.9%
t	10097146	4.9%
r	9858304	4.8%
l	9371392	4.5%
Other values (37)	70855831	34.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	206739088	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	21004605	10.2%
e	19554845	9.5%
s	14786099	7.2%
n	14540562	7.0%
a	13328404	6.4%
i	13164261	6.4%
o	10177639	4.9%
t	10097146	4.9%
r	9858304	4.8%
l	9371392	4.5%
Other values (37)	70855831	34.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	206739088	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	21004605	10.2%
e	19554845	9.5%
s	14786099	7.2%
n	14540562	7.0%
a	13328404	6.4%
i	13164261	6.4%
o	10177639	4.9%
t	10097146	4.9%
r	9858304	4.8%
l	9371392	4.5%
Other values (37)	70855831	34.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	206739088	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	21004605	10.2%
e	19554845	9.5%
s	14786099	7.2%
n	14540562	7.0%
a	13328404	6.4%
i	13164261	6.4%
o	10177639	4.9%
t	10097146	4.9%
r	9858304	4.8%
l	9371392	4.5%
Other values (37)	70855831	34.3%

skills
Text

Distinct	376
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 MiB

Length

Max length	300
Median length	199
Mean length	139.01286
Min length	49

Characters and Unicode

Total characters	224636436
Distinct characters	64
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Social media platforms (e.g., Facebook, Twitter, Instagram) Content creation and scheduling Social media analytics and insights Community engagement Paid social advertising
2nd row	HTML, CSS, JavaScript Frontend frameworks (e.g., React, Angular) User experience (UX)
3rd row	Quality control processes and methodologies Statistical process control (SPC) Root cause analysis and corrective action Quality management systems (e.g., ISO 9001) Compliance and regulatory knowledge
4th row	Wireless network design and architecture Wi-Fi standards and protocols RF (Radio Frequency) planning and optimization Wireless security protocols Troubleshooting wireless network issues
5th row	Event planning Conference logistics Budget management Vendor coordination Marketing and promotion Client relations

Value	Count	Frequency (%)
and	1596548	6.1%
management	830578	3.2%
skills	541182	2.1%
analysis	534331	2.1%
design	520023	2.0%
e.g	512423	2.0%
communication	468818	1.8%
data	426799	1.6%
planning	315617	1.2%
knowledge	268387	1.0%
Other values (1042)	19972343	76.9%

Most occurring characters

Value	Count	Frequency (%)
	24371109	10.8%
e	19893933	8.9%
n	18774338	8.4%
i	17310736	7.7%
a	17259202	7.7%
t	16037270	7.1%
o	12917991	5.8%
s	11905300	5.3%
r	10648857	4.7%
l	8989861	4.0%
Other values (54)	66527839	29.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	224636436	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	24371109	10.8%
e	19893933	8.9%
n	18774338	8.4%
i	17310736	7.7%
a	17259202	7.7%
t	16037270	7.1%
o	12917991	5.8%
s	11905300	5.3%
r	10648857	4.7%
l	8989861	4.0%
Other values (54)	66527839	29.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	224636436	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	24371109	10.8%
e	19893933	8.9%
n	18774338	8.4%
i	17310736	7.7%
a	17259202	7.7%
t	16037270	7.1%
o	12917991	5.8%
s	11905300	5.3%
r	10648857	4.7%
l	8989861	4.0%
Other values (54)	66527839	29.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	224636436	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	24371109	10.8%
e	19893933	8.9%
n	18774338	8.4%
i	17310736	7.7%
a	17259202	7.7%
t	16037270	7.1%
o	12917991	5.8%
s	11905300	5.3%
r	10648857	4.7%
l	8989861	4.0%
Other values (54)	66527839	29.6%

Responsibilities
Text

Distinct	375
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 MiB

Length

Max length	249
Median length	207
Mean length	186.00245
Min length	121

Characters and Unicode

Total characters	300568796
Distinct characters	59
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Manage and grow social media accounts, create engaging content, and interact with the online community. Develop social media content calendars and strategies. Monitor social media trends and engagement metrics.
2nd row	Design and code user interfaces for websites, ensuring a seamless and visually appealing user experience. Collaborate with UX designers to optimize user journeys. Ensure cross-browser compatibility and responsive design.
3rd row	Establish and enforce quality control standards and procedures. Conduct quality audits and inspections. Collaborate with production teams to address quality issues and implement improvements.
4th row	Design, configure, and optimize wireless networks, ensuring reliable and secure wireless connectivity. Troubleshoot wireless network issues. Plan and implement wireless network upgrades.
5th row	Specialize in conference and convention planning. Coordinate speaker sessions, exhibitors, and attendee experiences. Oversee event registration and marketing.

Value	Count	Frequency (%)
and	4903602	12.8%
with	725974	1.9%
to	708203	1.8%
for	471771	1.2%
on	427084	1.1%
collaborate	392107	1.0%
provide	358451	0.9%
develop	350740	0.9%
data	350257	0.9%
ensure	347358	0.9%
Other values (1550)	29338180	76.5%

Most occurring characters

Value	Count	Frequency (%)
	36757787	12.2%
e	29093464	9.7%
n	23550043	7.8%
a	23311755	7.8%
t	20943289	7.0%
i	20403952	6.8%
s	19720235	6.6%
r	16681797	5.6%
o	16133650	5.4%
d	12038821	4.0%
Other values (49)	81934003	27.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	300568796	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	36757787	12.2%
e	29093464	9.7%
n	23550043	7.8%
a	23311755	7.8%
t	20943289	7.0%
i	20403952	6.8%
s	19720235	6.6%
r	16681797	5.6%
o	16133650	5.4%
d	12038821	4.0%
Other values (49)	81934003	27.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	300568796	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	36757787	12.2%
e	29093464	9.7%
n	23550043	7.8%
a	23311755	7.8%
t	20943289	7.0%
i	20403952	6.8%
s	19720235	6.6%
r	16681797	5.6%
o	16133650	5.4%
d	12038821	4.0%
Other values (49)	81934003	27.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	300568796	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	36757787	12.2%
e	29093464	9.7%
n	23550043	7.8%
a	23311755	7.8%
t	20943289	7.0%
i	20403952	6.8%
s	19720235	6.6%
r	16681797	5.6%
o	16133650	5.4%
d	12038821	4.0%
Other values (49)	81934003	27.3%

Company
Text

Distinct	888
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 MiB

Length

Max length	49
Median length	38
Mean length	15.683032
Min length	2

Characters and Unicode

Total characters	25342839
Distinct characters	66
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Icahn Enterprises
2nd row	PNC Financial Services Group
3rd row	United Services Automobile Assn.
4th row	Hess
5th row	Cairn Energy

Value	Count	Frequency (%)
group	164001	4.6%
ag	61711	1.7%
holdings	54580	1.5%
limited	54468	1.5%
	49404	1.4%
financial	47383	1.3%
energy	47283	1.3%
corporation	41841	1.2%
inc	41696	1.2%
china	36455	1.0%
Other values (1129)	2997034	83.3%

Most occurring characters

Value	Count	Frequency (%)
e	1993268	7.9%
	1979916	7.8%
n	1844727	7.3%
a	1750925	6.9%
o	1676650	6.6%
r	1665384	6.6%
i	1608848	6.3%
t	1224077	4.8%
s	1075407	4.2%
l	1017316	4.0%
Other values (56)	9506321	37.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	25342839	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1993268	7.9%
	1979916	7.8%
n	1844727	7.3%
a	1750925	6.9%
o	1676650	6.6%
r	1665384	6.6%
i	1608848	6.3%
t	1224077	4.8%
s	1075407	4.2%
l	1017316	4.0%
Other values (56)	9506321	37.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	25342839	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1993268	7.9%
	1979916	7.8%
n	1844727	7.3%
a	1750925	6.9%
o	1676650	6.6%
r	1665384	6.6%
i	1608848	6.3%
t	1224077	4.8%
s	1075407	4.2%
l	1017316	4.0%
Other values (56)	9506321	37.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	25342839	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1993268	7.9%
	1979916	7.8%
n	1844727	7.3%
a	1750925	6.9%
o	1676650	6.6%
r	1665384	6.6%
i	1608848	6.3%
t	1224077	4.8%
s	1075407	4.2%
l	1017316	4.0%
Other values (56)	9506321	37.5%

Company Profile
Text

Distinct	884
Distinct (%)	0.1%
Missing	5478
Missing (%)	0.3%
Memory size	12.3 MiB

Length

Max length	232
Median length	204
Mean length	182.28834
Min length	128

Characters and Unicode

Total characters	293568443
Distinct characters	76
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	{"Sector":"Diversified","Industry":"Diversified Financials","City":"Sunny Isles Beach","State":"Florida","Zip":"33160","Website":"www.ielp.com","Ticker":"IEP","CEO":"David Willetts"}
2nd row	{"Sector":"Financial Services","Industry":"Commercial Banks","City":"Pittsburgh","State":"Pennsylvania","Zip":"15222","Website":"www.pnc.com","Ticker":"PNC","CEO":"William S. Demchak"}
3rd row	{"Sector":"Insurance","Industry":"Insurance: Property and Casualty (Stock)","City":"San Antonio","State":"Texas","Zip":"78288","Website":"www.usaa.com","Ticker":"","CEO":"Wayne Peacock"}
4th row	{"Sector":"Energy","Industry":"Mining, Crude-Oil Production","City":"New York","State":"New York","Zip":"10036","Website":"www.hess.com","Ticker":"HES","CEO":"John B. Hess"}
5th row	{"Sector":"Energy","Industry":"Energy - Oil & Gas Exploration & Production","City":"Edinburgh","State":"Scotland","Zip":"EH2 4NH","Website":"https://www.cairnenergy.com/","Ticker":"CNE","CEO":"Simon Thomson"}

Value	Count	Frequency (%)
and	487376	6.2%
	307420	3.9%
sector":"financial	157815	2.0%
j	77831	1.0%
york","state":"new	71137	0.9%
gas	58328	0.7%
sector":"insurance","industry":"insurance	54736	0.7%
d	51037	0.6%
m	50857	0.6%
r	49279	0.6%
Other values (2343)	6518438	82.7%

Most occurring characters

Value	Count	Frequency (%)
"	51538472	17.6%
e	18508289	6.3%
t	16308499	5.6%
i	15068465	5.1%
:	13513660	4.6%
r	11881172	4.0%
a	11764383	4.0%
,	11473420	3.9%
n	10789387	3.7%
o	9835809	3.4%
Other values (66)	122886887	41.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	293568443	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
"	51538472	17.6%
e	18508289	6.3%
t	16308499	5.6%
i	15068465	5.1%
:	13513660	4.6%
r	11881172	4.0%
a	11764383	4.0%
,	11473420	3.9%
n	10789387	3.7%
o	9835809	3.4%
Other values (66)	122886887	41.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	293568443	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
"	51538472	17.6%
e	18508289	6.3%
t	16308499	5.6%
i	15068465	5.1%
:	13513660	4.6%
r	11881172	4.0%
a	11764383	4.0%
,	11473420	3.9%
n	10789387	3.7%
o	9835809	3.4%
Other values (66)	122886887	41.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	293568443	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
"	51538472	17.6%
e	18508289	6.3%
t	16308499	5.6%
i	15068465	5.1%
:	13513660	4.6%
r	11881172	4.0%
a	11764383	4.0%
,	11473420	3.9%
n	10789387	3.7%
o	9835809	3.4%
Other values (66)	122886887	41.9%

Interactions

Correlations

	Benefits	Company Size	Experience	Job Id	Job Portal	Preference	Qualifications	Work Type	latitude	longitude
Benefits	1.000	0.000	0.000	0.000	0.000	0.001	0.000	0.001	0.001	0.000
Company Size	0.000	1.000	0.000	-0.002	0.000	0.000	0.000	0.001	0.000	-0.001
Experience	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.001	0.001	0.001
Job Id	0.000	-0.002	0.000	1.000	0.000	0.000	0.000	0.001	0.001	0.000
Job Portal	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.001	0.001
Preference	0.001	0.000	0.000	0.000	0.000	1.000	0.001	0.000	0.001	0.001
Qualifications	0.000	0.000	0.000	0.000	0.000	0.001	1.000	0.000	0.000	0.000
Work Type	0.001	0.001	0.001	0.001	0.000	0.000	0.000	1.000	0.000	0.001
latitude	0.001	0.000	0.001	0.001	0.001	0.001	0.000	0.000	1.000	-0.003
longitude	0.000	-0.001	0.001	0.000	0.001	0.001	0.000	0.001	-0.003	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	Job Id	Experience	Qualifications	Salary Range	location	Country	latitude	longitude	Work Type	Company Size	Job Posting Date	Preference	Contact Person	Contact	Job Title	Role	Job Portal	Job Description	Benefits	skills	Responsibilities	Company	Company Profile
0	1089843540111562	5 to 15 Years	M.Tech	$59K-$99K	Douglas	Isle of Man	54.2361	-4.5481	Intern	26801	2022-04-24	Female	Brandon Cunningham	001-381-930-7517x737	Digital Marketing Specialist	Social Media Manager	Snagajob	Social Media Managers oversee an organizations social media presence. They create and schedule content, engage with followers, and analyze social media metrics to drive brand awareness and engagement.	{'Flexible Spending Accounts (FSAs), Relocation Assistance, Legal Assistance, Employee Recognition Programs, Financial Counseling'}	Social media platforms (e.g., Facebook, Twitter, Instagram) Content creation and scheduling Social media analytics and insights Community engagement Paid social advertising	Manage and grow social media accounts, create engaging content, and interact with the online community. Develop social media content calendars and strategies. Monitor social media trends and engagement metrics.	Icahn Enterprises	{"Sector":"Diversified","Industry":"Diversified Financials","City":"Sunny Isles Beach","State":"Florida","Zip":"33160","Website":"www.ielp.com","Ticker":"IEP","CEO":"David Willetts"}
1	398454096642776	2 to 12 Years	BCA	$56K-$116K	Ashgabat	Turkmenistan	38.9697	59.5563	Intern	100340	2022-12-19	Female	Francisco Larsen	461-509-4216	Web Developer	Frontend Web Developer	Idealist	Frontend Web Developers design and implement user interfaces for websites, ensuring they are visually appealing and user-friendly. They collaborate with designers and backend developers to create seamless web experiences for users.	{'Health Insurance, Retirement Plans, Paid Time Off (PTO), Flexible Work Arrangements, Employee Assistance Programs (EAP)'}	HTML, CSS, JavaScript Frontend frameworks (e.g., React, Angular) User experience (UX)	Design and code user interfaces for websites, ensuring a seamless and visually appealing user experience. Collaborate with UX designers to optimize user journeys. Ensure cross-browser compatibility and responsive design.	PNC Financial Services Group	{"Sector":"Financial Services","Industry":"Commercial Banks","City":"Pittsburgh","State":"Pennsylvania","Zip":"15222","Website":"www.pnc.com","Ticker":"PNC","CEO":"William S. Demchak"}
2	481640072963533	0 to 12 Years	PhD	$61K-$104K	Macao	Macao SAR, China	22.1987	113.5439	Temporary	84525	2022-09-14	Male	Gary Gibson	9687619505	Operations Manager	Quality Control Manager	Jobs2Careers	Quality Control Managers establish and enforce quality standards within an organization. They develop quality control processes, perform inspections, and implement corrective actions to maintain product or service quality.	{'Legal Assistance, Bonuses and Incentive Programs, Wellness Programs, Employee Discounts, Retirement Plans'}	Quality control processes and methodologies Statistical process control (SPC) Root cause analysis and corrective action Quality management systems (e.g., ISO 9001) Compliance and regulatory knowledge	Establish and enforce quality control standards and procedures. Conduct quality audits and inspections. Collaborate with production teams to address quality issues and implement improvements.	United Services Automobile Assn.	{"Sector":"Insurance","Industry":"Insurance: Property and Casualty (Stock)","City":"San Antonio","State":"Texas","Zip":"78288","Website":"www.usaa.com","Ticker":"","CEO":"Wayne Peacock"}
3	688192671473044	4 to 11 Years	PhD	$65K-$91K	Porto-Novo	Benin	9.3077	2.3158	Full-Time	129896	2023-02-25	Female	Joy Lucero	+1-820-643-5431x47576	Network Engineer	Wireless Network Engineer	FlexJobs	Wireless Network Engineers design, implement, and maintain wireless network solutions. They optimize wireless connectivity, troubleshoot issues, and ensure reliable and secure wireless communications.	{'Transportation Benefits, Professional Development, Bonuses and Incentive Programs, Profit-Sharing, Employee Discounts'}	Wireless network design and architecture Wi-Fi standards and protocols RF (Radio Frequency) planning and optimization Wireless security protocols Troubleshooting wireless network issues	Design, configure, and optimize wireless networks, ensuring reliable and secure wireless connectivity. Troubleshoot wireless network issues. Plan and implement wireless network upgrades.	Hess	{"Sector":"Energy","Industry":"Mining, Crude-Oil Production","City":"New York","State":"New York","Zip":"10036","Website":"www.hess.com","Ticker":"HES","CEO":"John B. Hess"}
4	117057806156508	1 to 12 Years	MBA	$64K-$87K	Santiago	Chile	-35.6751	-71.5429	Intern	53944	2022-10-11	Female	Julie Johnson	343.975.4702x9340	Event Manager	Conference Manager	Jobs2Careers	A Conference Manager coordinates and manages conferences, meetings, and events. They plan logistics, handle budgeting, liaise with vendors, and ensure the smooth execution of events, catering to the needs and expectations of attendees.	{'Flexible Spending Accounts (FSAs), Relocation Assistance, Legal Assistance, Employee Recognition Programs, Financial Counseling'}	Event planning Conference logistics Budget management Vendor coordination Marketing and promotion Client relations	Specialize in conference and convention planning. Coordinate speaker sessions, exhibitors, and attendee experiences. Oversee event registration and marketing.	Cairn Energy	{"Sector":"Energy","Industry":"Energy - Oil & Gas Exploration & Production","City":"Edinburgh","State":"Scotland","Zip":"EH2 4NH","Website":"https://www.cairnenergy.com/","Ticker":"CNE","CEO":"Simon Thomson"}
5	116831420231957	4 to 12 Years	MCA	$59K-$93K	Brussels	Belgium	50.5039	4.4699	Full-Time	23196	2023-07-25	Male	Matthew Gill	(973)791-5355x52199	Software Tester	Quality Assurance Analyst	Snagajob	A Quality Assurance Analyst tests software and products to ensure they meet quality standards. They identify defects, report issues, and work with development teams to resolve problems.	{'Life and Disability Insurance, Stock Options or Equity Grants, Employee Recognition Programs, Health Insurance, Social and Recreational Activities'}	Quality assurance processes Testing methodologies (e.g., manual, automated) Bug tracking and reporting Test case development Regression testing	Test software applications and systems to identify defects and ensure quality. Create test plans, test cases, and test scripts. Collaborate with development teams to resolve issues.	Adani Ports and Special Economic Zone	{"Sector":"Infrastructure","Industry":"Ports and Infrastructure","City":"Mundra","State":"Gujarat","Zip":"370421","Website":"https://www.adaniports.com/","Ticker":"ADANIPORTS","CEO":"Karan Adani"}
6	1292168246729889	3 to 15 Years	PhD	$63K-$103K	George Town	Cayman Islands	19.3133	-81.2546	Temporary	26119	2023-04-10	Both	Zachary Hansen	001-268-510-4362x789	Teacher	Classroom Teacher	FlexJobs	A Classroom Teacher educates students in a specific subject or grade level. They create lesson plans, deliver instruction, assess student progress, and foster a positive learning environment.	{'Flexible Spending Accounts (FSAs), Relocation Assistance, Legal Assistance, Employee Recognition Programs, Financial Counseling'}	Teaching pedagogy Classroom management Curriculum development Student assessment Differentiated instruction	Plan and deliver engaging lessons, adapting teaching methods to student needs. Assess student progress and provide feedback. Create a positive and inclusive classroom environment.	FedEx	{"Sector":"Logistics","Industry":"Mail, Package and Freight Delivery","City":"Memphis","State":"Tennessee","Zip":"38120","Website":"www.fedex.com","Ticker":"FDX","CEO":"Raj Subramaniam"}
7	1498778686197107	2 to 8 Years	M.Com	$65K-$102K	SÃ£o TomÃ©	Sao Tome and Principe	0.1864	6.6131	Contract	40558	2022-09-20	Female	Chad Strickland	667.202.6824x15893	UX/UI Designer	User Interface Designer	Indeed	User Interface Designers focus on the visual and interactive aspects of digital interfaces. They design layouts, buttons, and other elements to ensure a cohesive and visually appealing user interface.	{'Employee Assistance Programs (EAP), Tuition Reimbursement, Profit-Sharing, Transportation Benefits, Parental Leave'}	UI design principles and best practices Graphic design tools (e.g., Adobe Photoshop, Illustrator) Typography and color theory Visual design and layout Responsive design	Create visually appealing user interfaces (UI) that align with brand aesthetics and enhance user engagement. Design interface elements and interactive components. Ensure UI consistency across digital platforms.	Ryder System	{"Sector":"Transportation","Industry":"Transportation and Logistics","City":"Miami","State":"Florida","Zip":"33178","Website":"www.ryder.com","Ticker":"R","CEO":"Robert E. Sanchez"}
8	1680293940995740	2 to 9 Years	BBA	$65K-$102K	Male	Maldives	3.2028	73.2207	Temporary	105343	2022-02-19	Female	David Hanson	+1-337-946-9956x550	UX/UI Designer	Interaction Designer	Indeed	Interaction Designers specialize in designing user interactions within digital interfaces. They create meaningful and engaging user experiences by considering user behaviors and system responses.	{'Transportation Benefits, Professional Development, Bonuses and Incentive Programs, Profit-Sharing, Employee Discounts'}	Interaction design principles User behavior and psychology Wireframing and prototyping tools Animation and micro-interaction design Collaborative design processes	Work on interaction design, defining how users interact with digital products and ensuring a seamless user journey. Create wireframes and prototypes to illustrate interactions. Collaborate with developers to implement interaction designs.	Zee Entertainment Enterprises	{"Sector":"Media & Entertainment","Industry":"Media and Entertainment","City":"Mumbai","State":"Maharashtra","Zip":"400064","Website":"https://www.zeeentertainment.com/","Ticker":"ZEEL","CEO":"Punit Goenka"}
9	255627812588102	1 to 10 Years	BBA	$60K-$80K	Saint John's	Antigua and Barbuda	17.0608	-61.7964	Full-Time	102069	2022-05-13	Both	John Nguyen	001-318-990-0531x978	Wedding Planner	Wedding Consultant	Stack Overflow Jobs	A Wedding Consultant assists couples in planning and coordinating their weddings, helping them with vendor selection, budget management, and ensuring a seamless wedding day experience.	{'Legal Assistance, Bonuses and Incentive Programs, Wellness Programs, Employee Discounts, Retirement Plans'}	Wedding planning Vendor coordination Event management	Offer expert advice and guidance to couples planning their weddings. Assist with wedding theme and design selection. Coordinate and negotiate with vendors.	CSX	{"Sector":"Transportation","Industry":"Railroads","City":"Jacksonville","State":"Florida","Zip":"32202","Website":"www.csx.com","Ticker":"CSX","CEO":"Joseph R. Hinrichs"}

	Job Id	Experience	Qualifications	Salary Range	location	Country	latitude	longitude	Work Type	Company Size	Job Posting Date	Preference	Contact Person	Contact	Job Title	Role	Job Portal	Job Description	Benefits	skills	Responsibilities	Company	Company Profile
1615930	690948368250854	1 to 14 Years	BCA	$65K-$125K	Madrid	Spain	40.4637	-3.7492	Intern	131847	2022-07-10	Both	Crystal Fox	+1-850-259-9181	Environmental Consultant	Sustainability Consultant	Internships.com	Sustainability Consultants advise organizations on sustainable practices and strategies. They assess environmental impact, recommend sustainability initiatives, and assist in the development and implementation of sustainable policies.	{'Employee Assistance Programs (EAP), Tuition Reimbursement, Profit-Sharing, Transportation Benefits, Parental Leave'}	Sustainability consulting Sustainability assessments Sustainable practices Green building standards Environmental policies Client communication	Focus on sustainable practices and initiatives, advising clients on reducing their environmental footprint. Develop sustainability plans and strategies. Conduct sustainability audits and reporting.	J.M. Smucker	{"Sector":"Food & Beverage","Industry":"Food Consumer Products","City":"Orrville","State":"Ohio","Zip":"44667","Website":"www.jmsmucker.com","Ticker":"SJM","CEO":"Mark T. Smucker"}
1615931	2420889207346482	2 to 8 Years	BBA	$62K-$101K	Mogadishu	Somalia	5.1521	46.1996	Temporary	91446	2021-11-18	Female	Krista Johnson	(219)869-6331	Technical Writer	Content Writer	Stack Overflow Jobs	Content Writers create written content for various platforms. They produce articles, blog posts, and web content to inform, educate, or entertain audiences.	{'Childcare Assistance, Paid Time Off (PTO), Relocation Assistance, Flexible Work Arrangements, Professional Development'}	Writing skills Content creation SEO knowledge Research skills Grammar and proofreading	Write informative and engaging content for websites, blogs, and marketing materials. Conduct research and interviews to gather information. Tailor content to target audiences.	Westpac Banking Corporation	{"Sector":"Banking","Industry":"Banking/Financial Services","City":"Sydney","State":"NSW","Zip":"2000","Website":"https://www.westpac.com.au/","Ticker":"WBC","CEO":"Peter King"}
1615932	1162938205421273	4 to 14 Years	B.Com	$64K-$130K	San Marino	San Marino	43.9424	12.4578	Full-Time	71583	2023-03-13	Male	Michael Campbell	(642)232-4227x6784	UI Developer	UX/UI Designer	Stack Overflow Jobs	A UX/UI Designer focuses on enhancing user experiences by designing intuitive interfaces. They consider user needs and preferences to create visually appealing and functional designs.	{'Casual Dress Code, Social and Recreational Activities, Employee Referral Programs, Health and Wellness Facilities, Life and Disability Insurance'}	User experience (UX) design User interface (UI) design Wireframing and prototyping Usability testing Design tools like Sketch or Figma	Design user interfaces and experiences, focusing on usability and user-centered design principles. Create wireframes and prototypes. Conduct user testing and gather feedback for design improvements.	Drax Group	{"Sector":"Energy","Industry":"Energy - Utilities","City":"Selby","State":"England","Zip":"YO8 8PH","Website":"https://www.drax.com/","Ticker":"DRX","CEO":"Will Gardiner"}
1615933	740641885304747	3 to 12 Years	BCA	$60K-$122K	Kabul	Afghanistan	33.9391	67.7100	Contract	128938	2022-02-09	Female	Melanie Martinez	+1-624-783-2068	Process Engineer	Chemical Engineer	Jobs2Careers	Chemical Engineers design and oversee processes for the production of chemicals and related products. They conduct experiments, analyze data, and develop processes to optimize production, ensure safety, and minimize environmental impact.	{'Legal Assistance, Bonuses and Incentive Programs, Wellness Programs, Employee Discounts, Retirement Plans'}	Chemical engineering Process design Chemical reactions Safety protocols Laboratory techniques Problem-solving skills	Specialize in chemical processes, including design and optimization. Monitor chemical reactions and processes. Ensure compliance with environmental regulations.	St. James's Place plc	{"Sector":"Financial Services","Industry":"Financial Services - Investment","City":"Cirencester","State":"N/A","Zip":"N/A","Website":"www.sjp.co.uk","Ticker":"STJ.L","CEO":"Andrew Croft"}
1615934	371430155110052	3 to 13 Years	MBA	$58K-$126K	New Delhi	India	20.5937	78.9629	Full-Time	123392	2023-04-11	Female	Amy Cruz	001-294-239-7670	Social Worker	Child Welfare Worker	SimplyHired	Work with at-risk children and families, assess needs, provide support, and ensure child safety and well-being.	{'Transportation Benefits, Professional Development, Bonuses and Incentive Programs, Profit-Sharing, Employee Discounts'}	Child welfare policies and regulations Child protective services Child development Crisis intervention Case management Cultural competence Interviewing and assessment skills Court procedures Documentation Empathy Communication skills	Provide support and counseling to children and families in need. Assess child safety and risk factors. Develop and implement care plans and interventions.	Icahn Enterprises	{"Sector":"Diversified","Industry":"Diversified Financials","City":"Sunny Isles Beach","State":"Florida","Zip":"33160","Website":"www.ielp.com","Ticker":"IEP","CEO":"David Willetts"}
1615935	134563577088850	0 to 12 Years	B.Tech	$64K-$114K	Malabo (de jure),	Equatorial Guinea	1.6508	10.2679	Full-Time	18281	2022-05-19	Both	Shawn Cortez	950-451-5843	Mechanical Engineer	Mechanical Design Engineer	ZipRecruiter	Mechanical Design Engineers create and develop mechanical systems and components, from concept to manufacturing, ensuring functionality and safety.	{'Employee Assistance Programs (EAP), Tuition Reimbursement, Profit-Sharing, Transportation Benefits, Parental Leave'}	Mechanical engineering CAD software (e.g., SolidWorks, AutoCAD) Finite element analysis Product development Prototyping	Design mechanical systems, components, and products. Create 3D models and detailed engineering drawings. Perform structural and thermal analyses.	The Hershey Company	{"Sector":"Food and Beverage/Confectionery","Industry":"Food Manufacturing","City":"Hershey","State":"PA","Zip":"17033","Website":"https://www.thehersheycompany.com/","Ticker":"HSY","CEO":"Michele Buck"}
1615936	618604818190827	2 to 14 Years	M.Tech	$62K-$130K	Warsaw	Poland	51.9194	19.1451	Intern	63621	2023-03-14	Male	Steven Diaz	676.387.1572x71877	IT Manager	IT Director	USAJOBS	An IT Director oversees an organizations IT department and technology infrastructure. They develop IT strategies, manage budgets, and ensure IT systems support business objectives.	{'Health Insurance, Retirement Plans, Paid Time Off (PTO), Flexible Work Arrangements, Employee Assistance Programs (EAP)'}	Strategic IT planning Leadership and management Budgeting and financial management IT governance and compliance Vendor management Cybersecurity and risk management Project management Cloud computing Network infrastructure Enterprise software systems	Provide strategic leadership for IT departments, setting goals and priorities. Oversee IT budgets and resource allocation. Align IT initiatives with overall business objectives.	EQT	{"Sector":"Energy","Industry":"Energy","City":"Pittsburgh","State":"Pennsylvania","Zip":"15222","Website":"www.eqt.com","Ticker":"EQT","CEO":"Toby Z. Rice"}
1615937	615471367712200	4 to 15 Years	BCA	$60K-$96K	Ashgabat	Turkmenistan	38.9697	59.5563	Part-Time	114287	2022-01-23	Female	Bryan Morales	537.384.6193x5284	Mechanical Engineer	Mechanical Design Engineer	Indeed	Mechanical Design Engineers create and develop mechanical systems and components, from concept to manufacturing, ensuring functionality and safety.	{'Tuition Reimbursement, Stock Options or Equity Grants, Parental Leave, Wellness Programs, Childcare Assistance'}	Mechanical engineering CAD software (e.g., SolidWorks, AutoCAD) Finite element analysis Product development Prototyping	Design mechanical systems, components, and products. Create 3D models and detailed engineering drawings. Perform structural and thermal analyses.	KLA	{"Sector":"Technology","Industry":"Semiconductors and Other Electronic Components","City":"Milpitas","State":"California","Zip":"95035","Website":"www.kla.com","Ticker":"KLAC","CEO":"Rick Wallace"}
1615938	804137342023945	5 to 15 Years	BCA	$65K-$103K	Ouagadougou	Burkina Faso	12.2383	-1.5616	Full-Time	45009	2021-12-28	Female	Steven Dunn	(484)257-4755x5346	HR Coordinator	Training Coordinator	Stack Overflow Jobs	Training Coordinators design and implement employee training programs. They assess training needs, develop training materials, and facilitate training sessions to enhance employees skills and knowledge.	{'Casual Dress Code, Social and Recreational Activities, Employee Referral Programs, Health and Wellness Facilities, Life and Disability Insurance'}	Training program coordination Training material development Learning management systems	Coordinate employee training programs, track training records, and assist with training logistics. Identify training needs and develop training materials. Facilitate training sessions or workshops.	Mahindra & Mahindra	{"Sector":"Automotive","Industry":"Automotive","City":"Mumbai","State":"Maharashtra","Zip":"400018","Website":"www.mahindra.com","Ticker":"M&M","CEO":"Anish Shah"}
1615939	404645755314484	1 to 11 Years	BBA	$56K-$109K	Asmara	Eritrea	15.1794	39.7823	Part-Time	87637	2022-10-01	Male	Jennifer Moore	(989)703-9723	Event Planner	Wedding Planner	USAJOBS	Wedding Planners specialize in organizing weddings, assisting couples with every aspect of wedding planning, from venue selection to catering and decor.	{'Transportation Benefits, Professional Development, Bonuses and Incentive Programs, Profit-Sharing, Employee Discounts'}	Wedding planning Venue selection Catering and menu planning Floral and decor design Wedding etiquette	Specialize in wedding planning, assisting couples in creating their dream weddings. Select and manage vendors, plan ceremonies, and handle wedding day coordination. Provide creative and budget-conscious solutions.	Ashtead Group	{"Sector":"Equipment Rental","Industry":"Equipment Rental","City":"London","State":"N/A","Zip":"N/A","Website":"www.ashtead-group.com","Ticker":"AHT.L","CEO":"Brendan Horgan"}

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)